Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "182" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 69 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 67 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459885 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.024743 | 6.901554 | 34.040132 | 44.477929 | 3.161382 | 11.800826 | 13.144565 | 8.995149 | 0.6918 | 0.7113 | 0.3605 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.131830 | 3.591329 | 6.456529 | 4.172002 | -1.398894 | 3.902573 | 3.583412 | -2.123553 | 0.6467 | 0.6858 | 0.3920 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.934994 | 5.766000 | 31.121791 | 39.077202 | 0.436357 | 6.452277 | 12.487869 | -2.693924 | 0.6412 | 0.6901 | 0.3884 | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.833108 | 9.302026 | 35.664898 | 45.673827 | 1.466553 | 8.911268 | 5.178331 | -1.112550 | 0.6350 | 0.6864 | 0.3890 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.964881 | 6.188567 | 40.190128 | 51.610575 | 3.522266 | 17.712444 | 20.679849 | 5.956454 | 0.6854 | 0.7398 | 0.3305 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.445298 | 6.607908 | 33.521651 | 41.794873 | 0.638395 | 5.452978 | 6.489922 | -1.542584 | 0.6346 | 0.6902 | 0.3984 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.829249 | 2.572480 | 5.946340 | 1.412282 | -1.644706 | -1.107675 | 7.952137 | -2.003756 | 0.6252 | 0.6865 | 0.4123 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.560856 | 6.608230 | 40.624908 | 50.933208 | 1.372895 | 9.737878 | 10.098370 | -3.623487 | 0.6327 | 0.6942 | 0.4045 | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.001883 | 6.298185 | 28.660040 | 35.384932 | 4.026673 | 27.628657 | 7.694084 | -3.357303 | 0.6569 | 0.6824 | 0.3930 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.484453 | 6.420142 | 38.378259 | 48.416385 | 1.785546 | 12.671440 | 3.370262 | 4.081682 | 0.6634 | 0.7022 | 0.3973 | nan | nan |
| 2459874 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.702483 | 9.181165 | 19.794400 | 24.753064 | 3.654155 | 17.108978 | 12.591633 | -2.001646 | 0.6525 | 0.6791 | 0.3923 | nan | nan |
| 2459873 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.425491 | 6.558041 | 26.225284 | 33.562954 | 0.965677 | 6.297792 | 4.651037 | -1.142138 | 0.6518 | 0.6764 | 0.3853 | nan | nan |
| 2459872 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.817135 | 6.016879 | 33.436687 | 44.371273 | 5.401869 | 18.445144 | 16.464819 | -0.967126 | 0.6433 | 0.6731 | 0.4006 | nan | nan |
| 2459871 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.404237 | 4.808201 | 35.871350 | 45.626641 | 4.098329 | 15.643716 | 5.201039 | -1.538797 | 0.6543 | 0.6785 | 0.3938 | nan | nan |
| 2459870 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.068966 | 8.279300 | 27.043226 | 33.135312 | 2.205083 | 11.439163 | 24.340221 | 0.530450 | 0.6625 | 0.6869 | 0.3880 | nan | nan |
| 2459869 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.941969 | 7.667735 | 26.502919 | 32.493300 | 3.633391 | 14.697279 | 6.787332 | 1.725235 | 0.6719 | 0.6989 | 0.3885 | nan | nan |
| 2459868 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.298850 | 6.800134 | 42.978242 | 51.709383 | 1.820901 | 10.535610 | 11.158975 | 22.113419 | 0.6414 | 0.6780 | 0.4080 | nan | nan |
| 2459867 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.195346 | 4.760997 | 33.612698 | 40.730209 | 0.518454 | 6.230581 | 7.593850 | 14.531333 | 0.6544 | 0.6864 | 0.4061 | nan | nan |
| 2459866 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.851786 | 5.423910 | 31.599942 | 37.529161 | 0.674482 | 7.326310 | 7.202596 | 6.196894 | 0.6543 | 0.6845 | 0.3993 | nan | nan |
| 2459865 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.425080 | 4.667166 | 38.918968 | 49.601166 | 3.516162 | 13.376455 | 10.353295 | 14.412288 | 0.6741 | 0.6956 | 0.3749 | nan | nan |
| 2459864 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.278727 | 6.506598 | 13.996025 | 23.121438 | 1.083517 | 8.292699 | 21.951576 | 24.613951 | 0.6484 | 0.6833 | 0.4208 | nan | nan |
| 2459863 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.328325 | 3.647304 | 4.556434 | 3.555166 | -1.138462 | 1.517161 | 9.002086 | 10.717533 | 0.6446 | 0.6755 | 0.4111 | nan | nan |
| 2459862 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459861 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.184830 | 2.818226 | 4.618230 | 2.083385 | -1.736912 | -0.214905 | 10.530433 | 10.227835 | 0.6596 | 0.6756 | 0.4198 | nan | nan |
| 2459860 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.519001 | 4.351551 | 13.271884 | 21.177549 | 2.935568 | 14.033579 | 6.901476 | 9.108404 | 0.6716 | 0.6812 | 0.4142 | nan | nan |
| 2459859 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.747616 | 2.541998 | 4.940287 | 2.155337 | -1.396104 | 0.193410 | 2.921350 | 4.501544 | 0.6774 | 0.6883 | 0.4107 | nan | nan |
| 2459858 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.068881 | 2.869608 | 5.191632 | 1.945917 | -1.499869 | -0.148649 | 8.544250 | 8.252164 | 0.6831 | 0.6908 | 0.4235 | 2.274640 | 2.661399 |
| 2459857 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 25.707716 | 19.528503 | -2.533134 | 21.192452 | 122.048470 | 56.459667 | 137.412495 | 35.908481 | 0.6764 | 0.7002 | 0.4091 | nan | nan |
| 2459856 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.049192 | 4.300429 | 13.455576 | 18.044524 | 1.617073 | 6.434689 | 5.870317 | 12.260780 | 0.6693 | 0.7098 | 0.4099 | 2.692346 | 3.259168 |
| 2459855 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.756421 | 17.143506 | 18.759370 | 24.610183 | 0.280101 | 4.320395 | -1.094064 | 2.093033 | 0.7246 | 0.0516 | 0.5538 | 3.354665 | 1.297964 |
| 2459854 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.842223 | 15.496916 | 15.732925 | 18.779971 | 0.808386 | 4.338018 | -0.807063 | 5.160636 | 0.7392 | 0.0559 | 0.5658 | 3.498587 | 1.343061 |
| 2459853 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.524487 | 15.406385 | 20.289518 | 26.091707 | 1.975285 | 10.856147 | -3.109609 | 4.122838 | 0.7588 | 0.0530 | 0.5791 | 3.714564 | 1.376880 |
| 2459852 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.571969 | 15.488824 | 20.647749 | 27.277286 | 8.387869 | 19.758013 | 13.633882 | 16.400584 | 0.8202 | 0.0694 | 0.5320 | 5.600250 | 1.288196 |
| 2459851 | RF_maintenance | 100.00% | 0.00% | 89.15% | 0.00% | 100.00% | 0.00% | 2.695667 | 20.859634 | 22.665870 | 29.213458 | 7.785392 | 43.471954 | 3.896592 | 21.296412 | 0.7705 | 0.1256 | 0.5399 | 3.858117 | 1.360062 |
| 2459850 | RF_maintenance | 100.00% | 0.00% | 91.12% | 0.00% | 100.00% | 0.00% | 3.098243 | 18.365603 | 19.249602 | 24.293974 | 3.149010 | 19.785089 | -1.305563 | 16.906771 | 0.7621 | 0.1019 | 0.5232 | 3.745674 | 1.340618 |
| 2459849 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.855383 | 16.829936 | 37.831189 | 48.129627 | 1.498572 | 12.803980 | -2.711034 | 6.522558 | 0.7601 | 0.0680 | 0.5303 | 4.322743 | 1.365803 |
| 2459848 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.889377 | 14.998078 | 27.484441 | 31.305886 | 4.939860 | 21.737770 | -2.529562 | 4.193983 | 0.7402 | 0.0612 | 0.5305 | 3.258824 | 1.306613 |
| 2459847 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.286780 | 17.393825 | 26.151865 | 29.496350 | 7.778157 | 28.421879 | -1.048543 | 1.446354 | 0.7453 | 0.0430 | 0.5632 | 3.405763 | 1.343730 |
| 2459845 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.067371 | 19.961318 | 36.028998 | 41.047376 | 3.632353 | 16.470240 | -1.321810 | 2.019811 | 0.7296 | 0.0655 | 0.5879 | 7.814439 | 1.240979 |
| 2459844 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 41.298317 | 14.889959 | 171.537879 | 6.655057 | 91.163273 | 4.623611 | -2.445624 | 12.817141 | 0.8781 | 0.0366 | 0.4407 | nan | nan |
| 2459843 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.396738 | 19.941698 | 16.479589 | 20.305090 | 69.240909 | 71.007687 | -2.747641 | 2.601149 | 0.7460 | 0.0546 | 0.5864 | 5.437756 | 1.514515 |
| 2459842 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.562101 | 13.669732 | -0.885641 | 9.914313 | -2.683787 | -0.565022 | -1.602318 | 1.497989 | 0.7518 | 0.0508 | 0.5426 | 3.722610 | 1.501294 |
| 2459841 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | - | - | 39.517404 | 15.215610 | 108.411565 | 4.592166 | 123.396389 | 8.225369 | 0.423623 | 8.847037 | 0.6861 | 0.0344 | 0.3461 | nan | nan |
| 2459839 | RF_maintenance | 100.00% | - | - | - | - | - | -0.483160 | -0.335713 | -1.234349 | -1.200311 | 3.168218 | 0.625387 | 11.535360 | 7.750606 | nan | nan | nan | nan | nan |
| 2459838 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.246101 | 20.880372 | 19.636755 | 23.549325 | 7.799046 | 28.599642 | -2.616841 | 2.304017 | 0.7620 | 0.0590 | 0.4760 | 5.636552 | 1.668640 |
| 2459836 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7008 | 0.5330 | 0.4543 | nan | nan |
| 2459835 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.922677 | 4.954974 | 11.826375 | 0.705760 | 13.980431 | 69.797707 | -6.498965 | 72.737726 | 0.7819 | 0.4422 | 0.6059 | nan | nan |
| 2459833 | RF_maintenance | 100.00% | 0.00% | 34.95% | 0.00% | - | - | 15.780982 | 16.255146 | 51.038025 | 7.294666 | 113.751834 | 256.239672 | -0.754341 | 146.009039 | 0.7942 | 0.4085 | 0.6157 | nan | nan |
| 2459832 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.108815 | 8.303147 | 16.172813 | 14.614133 | 8.018944 | 0.176445 | -1.288315 | 21.452844 | 0.8043 | 0.4709 | 0.6045 | 3.167879 | 2.388502 |
| 2459831 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.174527 | -0.315835 | -1.036342 | -1.123362 | 3.367159 | 2.358612 | 6.690637 | 5.906790 | 0.0288 | 0.0265 | 0.0014 | nan | nan |
| 2459830 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.656442 | 7.717757 | 21.461123 | 21.041305 | 25.592522 | 5.401337 | -3.810343 | 40.986779 | 0.8002 | 0.4837 | 0.5842 | 5.101394 | 3.428949 |
| 2459829 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.732104 | 11.121478 | 21.218625 | 19.006246 | 16.754160 | 6.986638 | -5.444980 | 62.718553 | 0.7614 | 0.5912 | 0.4556 | 8.696794 | 6.049350 |
| 2459828 | RF_maintenance | 100.00% | 0.00% | 38.17% | 0.00% | 100.00% | 0.00% | 11.438031 | 5.858220 | 16.299139 | 17.982697 | 25.060113 | 125.565569 | -3.737757 | 219.170447 | 0.7944 | 0.4114 | 0.5683 | 0.000000 | 0.000000 |
| 2459827 | RF_maintenance | 100.00% | 0.00% | 22.02% | 0.00% | 100.00% | 0.00% | 8.050530 | 7.483698 | 26.739471 | 17.042145 | 14.881995 | 118.801985 | -1.551207 | 1.147623 | 0.7656 | 0.5962 | 0.4449 | 0.000000 | 0.000000 |
| 2459826 | RF_maintenance | 100.00% | 0.00% | 86.56% | 0.00% | 100.00% | 0.00% | 11.438567 | 18.412693 | 22.020084 | 36.067249 | 33.308063 | 33.218514 | -1.718336 | 11.530607 | 0.7913 | 0.3350 | 0.5735 | 0.000000 | 0.000000 |
| 2459825 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.996922 | 2.553797 | 16.956193 | 7.642397 | 18.667460 | 3.760572 | -0.877808 | 4.617942 | 0.7917 | 0.5874 | 0.5291 | 7.738032 | 6.047356 |
| 2459824 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.784974 | 1.666256 | 23.274730 | 7.098508 | 4.125275 | 7.511980 | -2.327407 | 36.311558 | 0.7395 | 0.7349 | 0.3760 | 8.326854 | 9.652617 |
| 2459823 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.421866 | 26.135180 | 18.755413 | 47.253742 | 24.220842 | 33.503137 | 10.591726 | 30.632902 | 0.7690 | 0.1316 | 0.4834 | 53.462581 | 5.233170 |
| 2459822 | RF_maintenance | 100.00% | 0.00% | 94.62% | 0.00% | 100.00% | 0.00% | 13.963081 | 27.434809 | 20.554135 | 43.474758 | 21.769330 | 27.984314 | -0.644091 | 0.967505 | 0.7914 | 0.1717 | 0.5521 | 5.352238 | 1.854803 |
| 2459821 | RF_maintenance | 100.00% | 0.00% | 26.88% | 0.00% | 100.00% | 0.00% | 15.752882 | 6.965426 | 20.320151 | 5.563514 | 18.180795 | 134.855845 | -1.699521 | 5.069013 | 0.7796 | 0.4693 | 0.5396 | 5.166188 | 3.515158 |
| 2459820 | RF_maintenance | 100.00% | 0.00% | 44.15% | 0.00% | 100.00% | 0.00% | 9.829794 | 15.556082 | 24.174927 | 31.286431 | 43.189761 | 19.395903 | -2.730088 | 40.627750 | 0.7732 | 0.4036 | 0.5044 | 5.127231 | 2.729458 |
| 2459817 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.682966 | 3.189414 | 16.826495 | 22.675547 | 25.854713 | 81.386069 | -0.379603 | 12.062639 | 0.7847 | 0.6080 | 0.5161 | 3.404875 | 2.659579 |
| 2459816 | RF_maintenance | 100.00% | 0.00% | 88.21% | 0.00% | 100.00% | 0.00% | 10.207241 | 19.580018 | 24.404789 | 42.743077 | 33.911830 | 39.422087 | -4.549940 | 8.226924 | 0.8371 | 0.2311 | 0.6551 | 3.798290 | 1.652686 |
| 2459815 | RF_maintenance | 100.00% | 0.00% | 65.05% | 0.00% | 100.00% | 0.00% | 14.701544 | 21.257362 | 19.086652 | 45.458950 | 33.629448 | 39.355068 | 2.277924 | 10.472590 | 0.7790 | 0.3516 | 0.5753 | 4.090111 | 1.742145 |
| 2459814 | RF_maintenance | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 44.477929 | 6.901554 | 3.024743 | 44.477929 | 34.040132 | 11.800826 | 3.161382 | 8.995149 | 13.144565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Power | 6.456529 | 3.591329 | 1.131830 | 4.172002 | 6.456529 | 3.902573 | -1.398894 | -2.123553 | 3.583412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 39.077202 | 5.766000 | 2.934994 | 39.077202 | 31.121791 | 6.452277 | 0.436357 | -2.693924 | 12.487869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 45.673827 | 9.302026 | 5.833108 | 45.673827 | 35.664898 | 8.911268 | 1.466553 | -1.112550 | 5.178331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 51.610575 | 6.188567 | 2.964881 | 51.610575 | 40.190128 | 17.712444 | 3.522266 | 5.956454 | 20.679849 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 41.794873 | 6.607908 | 3.445298 | 41.794873 | 33.521651 | 5.452978 | 0.638395 | -1.542584 | 6.489922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Discontinuties | 7.952137 | 2.572480 | 0.829249 | 1.412282 | 5.946340 | -1.107675 | -1.644706 | -2.003756 | 7.952137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 50.933208 | 6.608230 | 3.560856 | 50.933208 | 40.624908 | 9.737878 | 1.372895 | -3.623487 | 10.098370 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 35.384932 | 4.001883 | 6.298185 | 28.660040 | 35.384932 | 4.026673 | 27.628657 | 7.694084 | -3.357303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 48.416385 | 3.484453 | 6.420142 | 38.378259 | 48.416385 | 1.785546 | 12.671440 | 3.370262 | 4.081682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 24.753064 | 5.702483 | 9.181165 | 19.794400 | 24.753064 | 3.654155 | 17.108978 | 12.591633 | -2.001646 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 33.562954 | 4.425491 | 6.558041 | 26.225284 | 33.562954 | 0.965677 | 6.297792 | 4.651037 | -1.142138 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 44.371273 | 6.016879 | 3.817135 | 44.371273 | 33.436687 | 18.445144 | 5.401869 | -0.967126 | 16.464819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 45.626641 | 4.808201 | 2.404237 | 45.626641 | 35.871350 | 15.643716 | 4.098329 | -1.538797 | 5.201039 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 33.135312 | 5.068966 | 8.279300 | 27.043226 | 33.135312 | 2.205083 | 11.439163 | 24.340221 | 0.530450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 32.493300 | 3.941969 | 7.667735 | 26.502919 | 32.493300 | 3.633391 | 14.697279 | 6.787332 | 1.725235 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 51.709383 | 5.298850 | 6.800134 | 42.978242 | 51.709383 | 1.820901 | 10.535610 | 11.158975 | 22.113419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 40.730209 | 3.195346 | 4.760997 | 33.612698 | 40.730209 | 0.518454 | 6.230581 | 7.593850 | 14.531333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 37.529161 | 5.423910 | 3.851786 | 37.529161 | 31.599942 | 7.326310 | 0.674482 | 6.196894 | 7.202596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 49.601166 | 4.425080 | 4.667166 | 38.918968 | 49.601166 | 3.516162 | 13.376455 | 10.353295 | 14.412288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 24.613951 | 6.506598 | 5.278727 | 23.121438 | 13.996025 | 8.292699 | 1.083517 | 24.613951 | 21.951576 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 10.717533 | 2.328325 | 3.647304 | 4.556434 | 3.555166 | -1.138462 | 1.517161 | 9.002086 | 10.717533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Discontinuties | 10.530433 | 2.818226 | 1.184830 | 2.083385 | 4.618230 | -0.214905 | -1.736912 | 10.227835 | 10.530433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 21.177549 | 1.519001 | 4.351551 | 13.271884 | 21.177549 | 2.935568 | 14.033579 | 6.901476 | 9.108404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Power | 4.940287 | 0.747616 | 2.541998 | 4.940287 | 2.155337 | -1.396104 | 0.193410 | 2.921350 | 4.501544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Discontinuties | 8.544250 | 2.869608 | 1.068881 | 1.945917 | 5.191632 | -0.148649 | -1.499869 | 8.252164 | 8.544250 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Discontinuties | 137.412495 | 19.528503 | 25.707716 | 21.192452 | -2.533134 | 56.459667 | 122.048470 | 35.908481 | 137.412495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 18.044524 | 3.049192 | 4.300429 | 13.455576 | 18.044524 | 1.617073 | 6.434689 | 5.870317 | 12.260780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 24.610183 | 17.143506 | 3.756421 | 24.610183 | 18.759370 | 4.320395 | 0.280101 | 2.093033 | -1.094064 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 18.779971 | 15.496916 | 3.842223 | 18.779971 | 15.732925 | 4.338018 | 0.808386 | 5.160636 | -0.807063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 26.091707 | 15.406385 | 2.524487 | 26.091707 | 20.289518 | 10.856147 | 1.975285 | 4.122838 | -3.109609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 27.277286 | 4.571969 | 15.488824 | 20.647749 | 27.277286 | 8.387869 | 19.758013 | 13.633882 | 16.400584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 43.471954 | 2.695667 | 20.859634 | 22.665870 | 29.213458 | 7.785392 | 43.471954 | 3.896592 | 21.296412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 24.293974 | 3.098243 | 18.365603 | 19.249602 | 24.293974 | 3.149010 | 19.785089 | -1.305563 | 16.906771 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 48.129627 | 3.855383 | 16.829936 | 37.831189 | 48.129627 | 1.498572 | 12.803980 | -2.711034 | 6.522558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 31.305886 | 14.998078 | 3.889377 | 31.305886 | 27.484441 | 21.737770 | 4.939860 | 4.193983 | -2.529562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 29.496350 | 17.393825 | 3.286780 | 29.496350 | 26.151865 | 28.421879 | 7.778157 | 1.446354 | -1.048543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 41.047376 | 19.961318 | 6.067371 | 41.047376 | 36.028998 | 16.470240 | 3.632353 | 2.019811 | -1.321810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Power | 171.537879 | 41.298317 | 14.889959 | 171.537879 | 6.655057 | 91.163273 | 4.623611 | -2.445624 | 12.817141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 71.007687 | 19.941698 | 6.396738 | 20.305090 | 16.479589 | 71.007687 | 69.240909 | 2.601149 | -2.747641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Shape | 13.669732 | 0.562101 | 13.669732 | -0.885641 | 9.914313 | -2.683787 | -0.565022 | -1.602318 | 1.497989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Variability | 123.396389 | 39.517404 | 15.215610 | 108.411565 | 4.592166 | 123.396389 | 8.225369 | 0.423623 | 8.847037 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Discontinuties | 11.535360 | -0.335713 | -0.483160 | -1.200311 | -1.234349 | 0.625387 | 3.168218 | 7.750606 | 11.535360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 28.599642 | 20.880372 | 4.246101 | 23.549325 | 19.636755 | 28.599642 | 7.799046 | 2.304017 | -2.616841 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 72.737726 | 4.954974 | 4.922677 | 0.705760 | 11.826375 | 69.797707 | 13.980431 | 72.737726 | -6.498965 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 256.239672 | 16.255146 | 15.780982 | 7.294666 | 51.038025 | 256.239672 | 113.751834 | 146.009039 | -0.754341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 21.452844 | 11.108815 | 8.303147 | 16.172813 | 14.614133 | 8.018944 | 0.176445 | -1.288315 | 21.452844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Discontinuties | 6.690637 | -0.174527 | -0.315835 | -1.036342 | -1.123362 | 3.367159 | 2.358612 | 6.690637 | 5.906790 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 40.986779 | 12.656442 | 7.717757 | 21.461123 | 21.041305 | 25.592522 | 5.401337 | -3.810343 | 40.986779 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 62.718553 | 11.121478 | 9.732104 | 19.006246 | 21.218625 | 6.986638 | 16.754160 | 62.718553 | -5.444980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 219.170447 | 5.858220 | 11.438031 | 17.982697 | 16.299139 | 125.565569 | 25.060113 | 219.170447 | -3.737757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 118.801985 | 8.050530 | 7.483698 | 26.739471 | 17.042145 | 14.881995 | 118.801985 | -1.551207 | 1.147623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 36.067249 | 18.412693 | 11.438567 | 36.067249 | 22.020084 | 33.218514 | 33.308063 | 11.530607 | -1.718336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Variability | 18.667460 | 2.553797 | 11.996922 | 7.642397 | 16.956193 | 3.760572 | 18.667460 | 4.617942 | -0.877808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Discontinuties | 36.311558 | 5.784974 | 1.666256 | 23.274730 | 7.098508 | 4.125275 | 7.511980 | -2.327407 | 36.311558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 47.253742 | 26.135180 | 15.421866 | 47.253742 | 18.755413 | 33.503137 | 24.220842 | 30.632902 | 10.591726 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 43.474758 | 13.963081 | 27.434809 | 20.554135 | 43.474758 | 21.769330 | 27.984314 | -0.644091 | 0.967505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 134.855845 | 6.965426 | 15.752882 | 5.563514 | 20.320151 | 134.855845 | 18.180795 | 5.069013 | -1.699521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | ee Temporal Variability | 43.189761 | 9.829794 | 15.556082 | 24.174927 | 31.286431 | 43.189761 | 19.395903 | -2.730088 | 40.627750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Temporal Variability | 81.386069 | 15.682966 | 3.189414 | 16.826495 | 22.675547 | 25.854713 | 81.386069 | -0.379603 | 12.062639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 42.743077 | 19.580018 | 10.207241 | 42.743077 | 24.404789 | 39.422087 | 33.911830 | 8.226924 | -4.549940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Power | 45.458950 | 21.257362 | 14.701544 | 45.458950 | 19.086652 | 39.355068 | 33.629448 | 10.472590 | 2.277924 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | N13 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |